Download lean/OAI/MeasureTheory/Falconer/Shells/HighShellStationaryScale.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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curl -L -o HighShellStationaryScale.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/MeasureTheory/Falconer/Shells/HighShellStationaryScale.lean
3.66 kB
| import OAI.MeasureTheory.Falconer.Angular.AngularFarStationaryScale | |
| import OAI.MeasureTheory.Falconer.Recursion.MinimalDescriptorLength | |
| import OAI.MeasureTheory.Falconer.Estimates.PositiveDistanceWeight | |
| namespace OAI | |
| namespace PlanarFalconer | |
| theorem high_shell_gap {sig : ℝ} {N q a t : ℕ} {v : ℝ} | |
| (hq : sig*(N:ℝ) ≤ (q:ℝ)) (hw : a+100*q < t) | |
| (hv : (t:ℝ)-sig*N ≤ v) : 99*sig*N ≤ v-a := by | |
| have hw' : (a:ℝ)+100*(q:ℝ) < (t:ℝ) := by exact_mod_cast hw | |
| linarith | |
| theorem high_shell_stationary_slack {sig v Λ : ℝ} (hsig : 0 ≤ sig) | |
| (N L a t : ℕ) (hL : 2*(L:ℝ) ≤ (t:ℝ)-a) | |
| (hgap : 99*sig*N ≤ v-a) (hv : (t:ℝ)-sig*N ≤ v) | |
| (hΛ : (2:ℝ)^(v-a) ≤ Λ) : | |
| ((2:ℝ)^N)^(90*sig) ≤ Λ ∧ | |
| sourceSymbolScale N sig L^2/Λ ≤ ((2:ℝ)^N)^(-90*sig) := by | |
| have hn : 0 ≤ (N:ℝ)*sig := mul_nonneg (Nat.cast_nonneg _) hsig | |
| have hΛpos : 0 < Λ := (Real.rpow_pos_of_pos (by norm_num) _).trans_le hΛ | |
| have hD : sourceSymbolScale N sig L ≤ (2:ℝ)^((v-a-90*(N:ℝ)*sig)/2) := by | |
| rw [sourceSymbolScale_dyadic] | |
| apply max_le <;> apply Real.rpow_le_rpow_of_exponent_le (by norm_num : (1:ℝ) ≤ 2) | |
| · nlinarith | |
| · nlinarith | |
| have hD2 : sourceSymbolScale N sig L^2 ≤ (2:ℝ)^(v-a)*((2:ℝ)^N)^(-90*sig) := by | |
| apply (pow_le_pow_left₀ (sourceSymbolScale_pos N sig L).le hD 2).trans_eq | |
| rw [← Real.rpow_mul_natCast (by norm_num : (0:ℝ) ≤ 2), | |
| ← Real.rpow_natCast_mul (by norm_num : (0:ℝ) ≤ 2), | |
| ← Real.rpow_add (by norm_num : (0:ℝ) < 2)] | |
| congr 1 | |
| push_cast | |
| ring | |
| refine ⟨?_,(div_le_iff₀ hΛpos).mpr ?_⟩ | |
| · apply le_trans _ hΛ | |
| rw [← Real.rpow_natCast_mul (by norm_num : (0:ℝ) ≤ 2)] | |
| apply Real.rpow_le_rpow_of_exponent_le (by norm_num : (1:ℝ) ≤ 2) | |
| nlinarith | |
| · exact hD2.trans (by simpa [mul_comm] using | |
| mul_le_mul_of_nonneg_right hΛ (by positivity : 0 ≤ ((2:ℝ)^N)^(-90*sig))) | |
| theorem high_shell_frequency {a v r d : ℝ} | |
| (hr : (2:ℝ)^(v-1) ≤ r) (hd : 96*(2:ℝ)^(-a) ≤ d) : | |
| (2:ℝ)^(v-a) ≤ r*d := by | |
| have hprod := mul_le_mul hr hd (by positivity : 0 ≤ 96*(2:ℝ)^(-a)) | |
| ((Real.rpow_pos_of_pos (by norm_num) _).trans_le hr).le | |
| have he : (2:ℝ)^(v-1)*(96*(2:ℝ)^(-a)) = 48*(2:ℝ)^(v-a) := by | |
| rw [Real.rpow_sub (by norm_num : (0:ℝ) < 2),Real.rpow_one] | |
| rw [show v-a = v+(-a) by ring,Real.rpow_add (by norm_num : (0:ℝ) < 2)] | |
| ring | |
| rw [he] at hprod | |
| linarith [Real.rpow_pos_of_pos (by norm_num : (0:ℝ) < 2) (v-a)] | |
| namespace PositiveDistanceData | |
| theorem actual_high_shell_stationary_slack (d : PositiveDistanceData) | |
| (hQ : 0 < d.Q.side) (hs : d.StronglySeparated) (hsig : 0 ≤ d.sig) | |
| (hq : d.sig*d.N ≤ (d.q:ℝ)) (hw : d.a+100*d.q < d.t) | |
| {v r : ℝ} (hv : (d.t:ℝ)-d.sig*d.N ≤ v) (hr : (2:ℝ)^(v-1) ≤ r) | |
| {z : Plane × Plane} (hx : z.1 ∈ (d.Q.descendant d.X).carrier) | |
| (hy : z.2 ∈ (d.Q.descendant d.Y).carrier) : | |
| ((2:ℝ)^d.N)^(90*d.sig) ≤ r*dist z.1 z.2 ∧ | |
| sourceSymbolScale d.N d.sig ((d.t-d.a)/2)^2/(r*dist z.1 z.2) ≤ | |
| ((2:ℝ)^d.N)^(-90*d.sig) := by | |
| have hat : d.a ≤ d.t := by omega | |
| have hl : 2*(((d.t-d.a)/2:ℕ):ℝ) ≤ (d.t:ℝ)-d.a := by | |
| have hh : 2*((d.t-d.a)/2) ≤ d.t-d.a := by omega | |
| have := (show (2:ℝ)*(((d.t-d.a)/2:ℕ):ℝ) ≤ ((d.t-d.a:ℕ):ℝ) by exact_mod_cast hh) | |
| simpa [Nat.cast_sub hat] using this | |
| have hd := (le_div_iff₀ (by positivity)).mp (d.separated_distance_ratio hQ hs hx hy).1 | |
| exact high_shell_stationary_slack hsig d.N _ d.a d.t hl | |
| (high_shell_gap hq hw hv) hv (high_shell_frequency hr hd) | |
| end PositiveDistanceData | |
| end PlanarFalconer | |
| end OAI | |